Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-08 00:00:00+00:00 0.359988 0.410109 0.467608 0.539115 0.626600 0.731401 0.868385
2024-12-15 00:00:00+00:00 0.288612 0.354286 0.438180 0.556105 0.722606 0.957771 1.332254
2024-12-22 00:00:00+00:00 0.238977 0.308553 0.404331 0.551650 0.784412 1.162428 1.886647
2024-12-29 00:00:00+00:00 0.209517 0.281426 0.386516 0.560781 0.864765 1.427835 2.734516
2025-01-05 00:00:00+00:00 0.180360 0.248714 0.352725 0.534499 0.875288 1.573959 3.479957
2025-01-12 00:00:00+00:00 0.157270 0.221211 0.321549 0.504242 0.867258 1.678083 4.241798
2025-01-19 00:00:00+00:00 0.140296 0.200733 0.298145 0.482084 0.867476 1.801295 5.235374
2025-01-26 00:00:00+00:00 0.135314 0.198416 0.304162 0.514943 0.994094 2.318781 8.711200
2025-02-02 00:00:00+00:00 0.134514 0.202647 0.321900 0.574879 1.209172 3.289135 18.511355
2025-02-09 00:00:00+00:00 0.130287 0.200420 0.327426 0.610706 1.382057 4.337158 38.999364
2025-02-16 00:00:00+00:00 0.124906 0.195473 0.326937 0.632957 1.529323 5.511911 88.801718
2025-02-23 00:00:00+00:00 0.118081 0.187171 0.318646 0.634856 1.616013 6.556072 204.655547
2025-03-02 00:00:00+00:00 0.108476 0.173365 0.298556 0.606174 1.598335 7.055853 411.717667
2025-03-09 00:00:00+00:00 0.102018 0.164969 0.288842 0.602862 1.675771 8.459266 2300.737928
2025-03-16 00:00:00+00:00 0.095555 0.155981 0.276799 0.591009 1.717927 9.791217 103091.921167
2025-03-23 00:00:00+00:00 0.091291 0.150819 0.272300 0.598901 1.848674 12.563923 NaN
2025-03-30 00:00:00+00:00 0.084793 0.140749 0.255870 0.569532 1.802164 13.234104 NaN
2025-04-06 00:00:00+00:00 0.078637 0.130931 0.239090 0.536365 1.725345 13.359874 NaN
2025-04-13 00:00:00+00:00 0.073628 0.123074 0.226032 0.512206 1.683216 13.993555 NaN
2025-04-20 00:00:00+00:00 0.072919 0.123744 0.232380 0.547947 1.964114 22.423106 NaN
2025-04-27 00:00:00+00:00 0.073740 0.127584 0.246642 0.613353 2.486576 49.206954 NaN
2025-05-04 00:00:00+00:00 0.072868 0.127815 0.252296 0.652563 2.913461 100.259797 NaN
2025-05-11 00:00:00+00:00 0.071264 0.126351 0.253553 0.676957 3.279443 206.044884 NaN